Client & Enterprise Challenge
Medical researchers spent hours parsing millions of unstructured PubMed clinical trial PDFs and electronic health records. Standard keyword search missed vital semantic medical concepts and synonym relationships.
The Technical Solution & Architecture
Rohit built a zero-retention private RAG search pipeline using domain-tuned BioBERT vector embeddings in Qdrant, combined with Cohere Rerank v3 and zero data retention LLM inference servers under strict HIPAA boundaries.
Verified Quantifiable Business Metrics
99.4% Retrieval Precision
Achieved top-5 relevant passage precision across complex clinical queries.
Sub-82ms Query Time
Delivered real-time semantic search performance across 4.5M research papers.
100% HIPAA Compliance
Guaranteed zero data retention and AES-256 encrypted private cloud boundaries.
Executive Client Review
"Rohit's medical RAG pipeline allows our clinical research teams to query millions of trial records instantly. The search accuracy and sub-100ms latency are remarkable."
— Executive Leadership Team, Enterprise HealthTech & Clinical Research Organization
Want Similar Results for Your Organization?
Schedule a 1-on-1 technical scoping session directly with AI & Data Science Consultant Rohit.
Lead Architect
Rohit
AI & Data Science Consultant
2+ Decades AI ExperienceBuilding neural networks since 2004 at IIT Roorkee (mentored by Dr. Sunil Padhi, HOD Electrical Dept) and Unix CDR automation scripts at Xalted Bengaluru in 2007 (mentored by Srinivas Sir). Specializing in Agentic AI, Enterprise RAG, and MLOps.
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